vitusbenson / greenearthnet
Code for Benson et. al., CVPR (2024) - Multi-modal learning for geospatial vegetation forecasting
☆48Updated 10 months ago
Alternatives and similar repositories for greenearthnet:
Users that are interested in greenearthnet are comparing it to the libraries listed below
- EarthNet Models PyTorch - Deep Neural Networks for geospatial vegetation forecasting.☆32Updated 6 months ago
- Code and data for Kuro Siwo flood mapping dataset☆59Updated 3 weeks ago
- ☆25Updated 8 months ago
- Generalizing satellite image time series classifiers with thermal time☆18Updated 2 years ago
- ☆31Updated last year
- ☆10Updated 5 months ago
- This repository contains code to download data for the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representati…☆65Updated 5 months ago
- ☆38Updated 2 years ago
- ☆38Updated last year
- ☆51Updated last year
- Repo for testing foundation models☆11Updated last year
- ☆27Updated 9 months ago
- This repository contains code to reproduce the experiments in the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial R…☆54Updated 3 weeks ago
- ☆27Updated this week
- ☆19Updated 2 years ago
- Teleconnection-driven vision transformers for improved long-term forecasting☆29Updated last year
- fine-grained urban green space (UGS) maps of 31 major cities in China☆24Updated last year
- Spatio-Temporal SAR-Optical Data Fusion for Cloud Removal via a Deep Hierarchical Model☆17Updated last year
- ☆71Updated last year
- ☆45Updated last year
- Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities☆128Updated this week
- Official implementation of SICKLE: A Multi-Sensor Satellite Imagery Dataset Annotated with Multiple Key Cropping Parameters (Oral Present…☆20Updated last year
- [RSE 2021] Crop mapping from image time series: deep learning with multi-scale label hierarchies☆63Updated last year
- The official code repository for paper "Rethinking the Encoding of Satellite Image Time Series".☆38Updated last year
- Towards a Unified Copernicus Foundation Model for Earth Vision☆46Updated 3 weeks ago
- Multi-label guided soft contrastive learning for efficient Earth observation pretraining☆16Updated 10 months ago
- GAIA: A Global, Multi-modal, Multi-scale Vision-Language Dataset for Remote Sensing Image Analysis☆20Updated 3 weeks ago
- SEN12-FLOOD Dataset☆31Updated 4 years ago
- Starter Kit for the NeurIPS 2023 Weather4cast competition☆16Updated last year
- The code of "MGTCF: Multi-Generator Tropical Cyclone Forecasting with Heterogeneous Meteorological Data" accepted by AAAI2023.☆14Updated last year